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METHODS OF RESEARCH IN SCIENCE AND ENGINEERING

Coordination: Prof. Sabine Le Borne, leborne(a)tuhh.de

 

In addition to the application-related research fields, the development of scientific methods is a priority in many areas of the TUHH.

Methods are generally divided into three areas: experimental methods, modelling and simulation, and data science.

In mathematics in particular, method development is the core of research and is used in many research fields.

The following list represents the research landscape of the TUHH as an example, but is not a complete enumeration of the actual activities at the TUHH in this area.

EXPERIMENTAL METHODS

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  • Material Testing
  • Process & Material Imaging
  • Experimental Analytics
  • Characterization of System Properties
  • Functional Demonstrators
  • Pilot Scale Experiments
  • Pre-clinical Testing
  • Power-Hardware-in-the-Loop Test
  • Remote Sensing

MODELLING & SIMULATION

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  • Process and Material Analytics
  • Math. Analysis of Models
  • Dynamical Systems
  • Optimization
  • Discretization Techniques
  • Numerical Methods
  • Control Theory
  • Computational Engineering
  • High Performance Computing
  • Combinatorics
  • Algorithms
  • Networks and Graph Theory
  • Theoretical Computer Science
  • Operating Systems
  • Operations Research
  • Innovation Management

DATA SCIENCE

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  • Machine Learning
  • Neural Networks
  • Computer Vision
  • Data Compression
  • Data Driven Modeling
  • Probability
  • Statistics
  • Explainable Artificial Intelligence
  • Hardware Accelerators for AI